gongweibao Goto Github PK

benchmark

book

book-1

学习笔记

brpc

Most common RPC framework used throughout Baidu, with 600,000+ instances and 500+ kinds of services, called "baidu-rpc" inside Baidu.

cloud

PaddleCloud web site and utilities

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cuda-api-wrappers

Thin C++-flavored wrappers for the CUDA Runtime API

deeplearning

The Gritty Details of Deep Learning

deeplearningexamples

Deep Learning Examples

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

distsysbook

The book Distributed systems: for fun and profit

edl

Elastic Deep Learning using PaddlePaddle and Kubernetes

ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

fastertransformer

Transformer related optimization, including BERT, GPT

fleetx

Paddle Distributed Training Examples. 飞桨分布式训练示例 Resnet Bert GPT MOE DataParallel ModelParallel PipelineParallel HybridParallel AutoParallel Zero Sharding Recompute GradientMerge Offload AMP DGC LocalSGD Wide&Deep

fluiddoc

glow

Glow is an easy-to-use distributed computation system written in Go, similar to Hadoop Map Reduce, Spark, Flink, Storm, etc. I am also working on another similar pure Go system, https://github.com/chrislusf/gleam , which is more flexible and more performant.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ipynb

A Go package of Jupyter Notebook format

lasso

LASSO is a parallel regression model learning system

learnpython

以撸代码的形式学习Python

libco

libco is a coroutine library which is widely used in wechat back-end service. It has been running on tens of thousands of machines since 2013.

mapreduce-lite

A C++ implementaton of MapReduce without distributed filesystem

megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

models

Model configurations

neural_net

反向传播神经网络及应用

notes-linear-algebra

线性代数笔记

paddle

PArallel Distributed Deep LEarning

paddle-ce-latest-kpis

Paddle Continuous Evaluation, keep updating.

paddlecustomdevice

PaddlePaddle custom device implementaion. (『飞桨』自定义硬件接入实现)